159 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
4 papers
Why do tree-based models still outperform deep learning on tabular data?
Léo Grinsztajn, Edouard Oyallon, Gaël Varoquaux
While deep learning has enabled tremendous progress on text and image datasets, its superiority on tabular data is not clear. We contribute extensive benchmarks of standard and nov…
Detecting Nonlinear Causality in Multivariate Time Series with Sparse Additive Models
Yingxiang Yang, Adams Wei Yu, Zhaoran Wang +1
We propose a nonparametric method for detecting nonlinear causal relationship within a set of multidimensional discrete time series, by using sparse additive models (SpAMs). We sho…
Lithium-loaded scintillators coupled to a custom-designed silicon photomultiplier array for neutron and gamma-ray detection
Felix Liang, Hartmut Brands, Les Hoy +2
Scintillators capable of detecting both neutrons and gamma-rays have generated considerable interest. In particular, the use of such scintillators with silicon photomultipliers (Si…
Scintillation detectors constructed with an optimized 2x2 silicon photomultiplier array
Felix Liang, Hartmut Brands, Les Hoy +2
Silicon photomultipliers (SiPMs) are a good alternative to photomultiplier tubes (PMTs) because their gain and quantum efficiency are comparable to PMTs. However, the largest singl…